Pandas Profiling Report

Dataset statistics

Number of variables	15
Number of observations	456548
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	52.2 MiB
Average record size in memory	120.0 B

Variable types

Numeric	10
Categorical	5

Alerts

`checkout_price` is highly overall correlated with `base_price` and 1 other fields	High correlation
`base_price` is highly overall correlated with `checkout_price` and 2 other fields	High correlation
`category` is highly overall correlated with `base_price` and 1 other fields	High correlation
`cuisine` is highly overall correlated with `checkout_price` and 2 other fields	High correlation
`emailer_for_promotion` is highly imbalanced (59.4%)	Imbalance
`homepage_featured` is highly imbalanced (50.3%)	Imbalance
`id` is uniformly distributed	Uniform
`id` has unique values	Unique

Reproduction

Analysis started	2023-08-10 14:48:30.303484
Analysis finished	2023-08-10 14:49:46.071023
Duration	1 minute and 15.77 seconds
Software version	ydata-profiling vv4.5.0
Download configuration	config.json

id
Real number (ℝ)

UNIFORM UNIQUE

Distinct	456548
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1250096.3

Minimum	1000000
Maximum	1499999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	1000000
5-th percentile	1025009.3
Q1	1124998.8
median	1250183.5
Q3	1375140.2
95-th percentile	1475045.6
Maximum	1499999
Range	499999
Interquartile range (IQR)	250141.5

Descriptive statistics

Standard deviation	144354.82
Coefficient of variation (CV)	0.11547496
Kurtosis	-1.2002881
Mean	1250096.3
Median Absolute Deviation (MAD)	125071.5
Skewness	-0.0011022118
Sum	5.7072897 × 10¹¹
Variance	2.0838315 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1379560	1	< 0.1%
1279808	1	< 0.1%
1142819	1	< 0.1%
1032545	1	< 0.1%
1177082	1	< 0.1%
1162112	1	< 0.1%
1380689	1	< 0.1%
1347391	1	< 0.1%
1124739	1	< 0.1%
1480565	1	< 0.1%
Other values (456538)	456538	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1000000	1	< 0.1%
1000001	1	< 0.1%
1000002	1	< 0.1%
1000003	1	< 0.1%
1000004	1	< 0.1%
1000005	1	< 0.1%
1000006	1	< 0.1%
1000007	1	< 0.1%
1000008	1	< 0.1%
1000009	1	< 0.1%

Value	Count	Frequency (%)
1499999	1	< 0.1%
1499998	1	< 0.1%
1499997	1	< 0.1%
1499995	1	< 0.1%
1499994	1	< 0.1%
1499993	1	< 0.1%
1499992	1	< 0.1%
1499991	1	< 0.1%
1499990	1	< 0.1%
1499989	1	< 0.1%

week
Real number (ℝ)

Distinct	145
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74.768771

Minimum	1
Maximum	145
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	39
median	76
Q3	111
95-th percentile	139
Maximum	145
Range	144
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	41.524956
Coefficient of variation (CV)	0.55537834
Kurtosis	-1.1795031
Mean	74.768771
Median Absolute Deviation (MAD)	36
Skewness	-0.049517056
Sum	34135533
Variance	1724.322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
122	3359	0.7%
105	3348	0.7%
106	3347	0.7%
140	3332	0.7%
123	3331	0.7%
134	3330	0.7%
133	3324	0.7%
113	3312	0.7%
100	3309	0.7%
143	3305	0.7%
Other values (135)	423251	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2922	0.6%
2	2896	0.6%
3	2899	0.6%
4	2889	0.6%
5	2859	0.6%
6	2846	0.6%
7	2795	0.6%
8	2786	0.6%
9	2854	0.6%
10	2859	0.6%

Value	Count	Frequency (%)
145	3268	0.7%
144	3302	0.7%
143	3305	0.7%
142	3238	0.7%
141	3263	0.7%
140	3332	0.7%
139	3279	0.7%
138	3278	0.7%
137	3283	0.7%
136	3273	0.7%

center_id
Real number (ℝ)

Distinct	77
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.105796

Minimum	10
Maximum	186
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	10
5-th percentile	14
Q1	43
median	76
Q3	110
95-th percentile	161
Maximum	186
Range	176
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	45.975046
Coefficient of variation (CV)	0.55994885
Kurtosis	-0.80521955
Mean	82.105796
Median Absolute Deviation (MAD)	33
Skewness	0.34513021
Sum	37485237
Variance	2113.7049
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	7046	1.5%
10	7015	1.5%
52	6993	1.5%
43	6970	1.5%
67	6915	1.5%
137	6894	1.5%
174	6891	1.5%
51	6880	1.5%
27	6853	1.5%
108	6843	1.5%
Other values (67)	387248	84.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	7015	1.5%
11	6801	1.5%
13	7046	1.5%
14	6041	1.3%
17	6333	1.4%
20	6671	1.5%
23	6434	1.4%
24	5233	1.1%
26	5085	1.1%
27	6853	1.5%

Value	Count	Frequency (%)
186	5528	1.2%
177	5296	1.2%
174	6891	1.5%
162	4366	1.0%
161	5591	1.2%
157	5721	1.3%
153	6696	1.5%
152	5920	1.3%
149	5021	1.1%
146	6164	1.4%

meal_id
Real number (ℝ)

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2024.3375

Minimum	1062
Maximum	2956
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	1062
5-th percentile	1198
Q1	1558
median	1993
Q3	2539
95-th percentile	2760
Maximum	2956
Range	1894
Interquartile range (IQR)	981

Descriptive statistics

Standard deviation	547.42092
Coefficient of variation (CV)	0.27041979
Kurtosis	-1.2431114
Mean	2024.3375
Median Absolute Deviation (MAD)	499
Skewness	-0.17288413
Sum	9.2420722 × 10⁸
Variance	299669.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2290	11138	2.4%
1062	11137	2.4%
1727	11136	2.4%
1109	11134	2.4%
1754	11132	2.4%
2707	11123	2.4%
1778	11121	2.4%
1993	11116	2.4%
1962	11114	2.4%
1971	11102	2.4%
Other values (41)	345295	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1062	11137	2.4%
1109	11134	2.4%
1198	4206	0.9%
1207	10806	2.4%
1216	9695	2.1%
1230	10746	2.4%
1247	7184	1.6%
1248	9939	2.2%
1311	4682	1.0%
1438	4385	1.0%

Value	Count	Frequency (%)
2956	3319	0.7%
2867	8092	1.8%
2826	11057	2.4%
2760	10209	2.2%
2707	11123	2.4%
2704	9811	2.1%
2664	9853	2.2%
2640	10747	2.4%
2631	10458	2.3%
2581	11072	2.4%

checkout_price
Real number (ℝ)

HIGH CORRELATION

Distinct	1992
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	332.23893

Minimum	2.97
Maximum	866.27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	2.97
5-th percentile	121.28
Q1	228.95
median	296.82
Q3	445.23
95-th percentile	640.23
Maximum	866.27
Range	863.3
Interquartile range (IQR)	216.28

Descriptive statistics

Standard deviation	152.93972
Coefficient of variation (CV)	0.46033053
Kurtosis	-0.25281949
Mean	332.23893
Median Absolute Deviation (MAD)	104.73
Skewness	0.6723299
Sum	1.5168302 × 10⁸
Variance	23390.559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
290.03	7342	1.6%
291.03	7276	1.6%
292.03	7200	1.6%
486.03	6635	1.5%
484.03	6631	1.5%
485.03	6584	1.4%
280.33	5833	1.3%
281.33	5828	1.3%
282.33	5729	1.3%
447.23	5240	1.1%
Other values (1982)	392250	85.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.97	1	< 0.1%
45.62	1	< 0.1%
47.59	1	< 0.1%
53.41	1	< 0.1%
55.35	3	< 0.1%
56.26	1	< 0.1%
58.26	1	< 0.1%
64.02	3	< 0.1%
65.02	5	< 0.1%
65.96	1	< 0.1%

Value	Count	Frequency (%)
866.27	1	< 0.1%
767.33	217	< 0.1%
766.33	222	< 0.1%
765.33	184	< 0.1%
760.54	2	< 0.1%
759.57	1	< 0.1%
759.54	1	< 0.1%
758.54	1	< 0.1%
757.63	2	< 0.1%
756.63	2	< 0.1%

base_price
Real number (ℝ)

HIGH CORRELATION

Distinct	1907
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	354.15663

Minimum	55.35
Maximum	866.27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	55.35
5-th percentile	144.53
Q1	243.5
median	310.46
Q3	458.87
95-th percentile	668.33
Maximum	866.27
Range	810.92
Interquartile range (IQR)	215.37

Descriptive statistics

Standard deviation	160.71591
Coefficient of variation (CV)	0.45379897
Kurtosis	-0.50616167
Mean	354.15663
Median Absolute Deviation (MAD)	111.49
Skewness	0.63766087
Sum	1.616895 × 10⁸
Variance	25829.605
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
292.03	9513	2.1%
290.03	9384	2.1%
291.03	9379	2.1%
280.33	6838	1.5%
282.33	6561	1.4%
281.33	6477	1.4%
445.23	6310	1.4%
446.23	6265	1.4%
447.23	6235	1.4%
486.03	5607	1.2%
Other values (1897)	383979	84.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
55.35	1	< 0.1%
64.02	1	< 0.1%
65.02	1	< 0.1%
66.02	1	< 0.1%
72.75	1	< 0.1%
73.75	1	< 0.1%
74.75	1	< 0.1%
75.66	1	< 0.1%
79.54	1	< 0.1%
81.54	2	< 0.1%

Value	Count	Frequency (%)
866.27	3	< 0.1%
865.27	4	< 0.1%
864.27	1	< 0.1%
767.33	284	0.1%
766.33	282	0.1%
765.33	292	0.1%
760.54	1	< 0.1%
759.57	1	< 0.1%
759.54	1	< 0.1%
758.54	2	< 0.1%

emailer_for_promotion
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

0	419498
1	37050

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	456548
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	419498	91.9%
1	37050	8.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	419498	91.9%
1	37050	8.1%

Most occurring characters

Value	Count	Frequency (%)
0	419498	91.9%
1	37050	8.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	456548	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	419498	91.9%
1	37050	8.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	456548	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	419498	91.9%
1	37050	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	456548	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	419498	91.9%
1	37050	8.1%

homepage_featured
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

0	406693
1	49855

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	456548
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	406693	89.1%
1	49855	10.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	406693	89.1%
1	49855	10.9%

Most occurring characters

Value	Count	Frequency (%)
0	406693	89.1%
1	49855	10.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	456548	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	406693	89.1%
1	49855	10.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	456548	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	406693	89.1%
1	49855	10.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	456548	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	406693	89.1%
1	49855	10.9%

num_orders
Real number (ℝ)

Distinct	1250
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	261.87276

Minimum	13
Maximum	24299
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	13
5-th percentile	14
Q1	54
median	136
Q3	324
95-th percentile	878
Maximum	24299
Range	24286
Interquartile range (IQR)	270

Descriptive statistics

Standard deviation	395.9228
Coefficient of variation (CV)	1.51189
Kurtosis	121.85222
Mean	261.87276
Median Absolute Deviation (MAD)	96
Skewness	6.9299661
Sum	1.1955748 × 10⁸
Variance	156754.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	12397	2.7%
15	12294	2.7%
14	12270	2.7%
28	11548	2.5%
27	11462	2.5%
26	11457	2.5%
41	10344	2.3%
40	10179	2.2%
42	10083	2.2%
54	8845	1.9%
Other values (1240)	345669	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	12397	2.7%
14	12270	2.7%
15	12294	2.7%
26	11457	2.5%
27	11462	2.5%
28	11548	2.5%
40	10179	2.2%
41	10344	2.3%
42	10083	2.2%
53	8715	1.9%

Value	Count	Frequency (%)
24299	1	< 0.1%
15336	1	< 0.1%
14229	1	< 0.1%
13580	1	< 0.1%
13150	1	< 0.1%
12489	1	< 0.1%
12327	1	< 0.1%
12177	1	< 0.1%
12137	1	< 0.1%
11380	1	< 0.1%

city_code
Real number (ℝ)

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	601.5534

Minimum	456
Maximum	713
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	456
5-th percentile	478
Q1	553
median	596
Q3	651
95-th percentile	700
Maximum	713
Range	257
Interquartile range (IQR)	98

Descriptive statistics

Standard deviation	66.195914
Coefficient of variation (CV)	0.11004163
Kurtosis	-0.79068524
Mean	601.5534
Median Absolute Deviation (MAD)	53
Skewness	-0.20913133
Sum	2.74638 × 10⁸
Variance	4381.8991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
590	54746	12.0%
526	43525	9.5%
638	20047	4.4%
522	13459	2.9%
517	13109	2.9%
604	13062	2.9%
699	12098	2.6%
647	11833	2.6%
576	11456	2.5%
614	11332	2.5%
Other values (41)	251881	55.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
456	6716	1.5%
461	5763	1.3%
473	5855	1.3%
478	5021	1.1%
485	5712	1.3%
515	5085	1.1%
517	13109	2.9%
522	13459	2.9%
526	43525	9.5%
541	4501	1.0%

Value	Count	Frequency (%)
713	6853	1.5%
703	6706	1.5%
702	5264	1.2%
700	6891	1.5%
699	12098	2.6%
698	6434	1.4%
695	5296	1.2%
693	4627	1.0%
685	6993	1.5%
683	5296	1.2%

region_code
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.614566

Minimum	23
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	23
5-th percentile	34
Q1	34
median	56
Q3	77
95-th percentile	85
Maximum	93
Range	70
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	17.641306
Coefficient of variation (CV)	0.31160365
Kurtosis	-1.0509314
Mean	56.614566
Median Absolute Deviation (MAD)	21
Skewness	0.056253809
Sum	25847267
Variance	311.21566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
56	191228	41.9%
34	116713	25.6%
77	94612	20.7%
85	30283	6.6%
23	6434	1.4%
71	6293	1.4%
93	5721	1.3%
35	5264	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	6434	1.4%
34	116713	25.6%
35	5264	1.2%
56	191228	41.9%
71	6293	1.4%
77	94612	20.7%
85	30283	6.6%
93	5721	1.3%

Value	Count	Frequency (%)
93	5721	1.3%
85	30283	6.6%
77	94612	20.7%
71	6293	1.4%
56	191228	41.9%
35	5264	1.2%
34	116713	25.6%
23	6434	1.4%

center_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

TYPE_A	262881
TYPE_C	99593
TYPE_B	94074

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	2739288
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TYPE_C
2nd row	TYPE_C
3rd row	TYPE_C
4th row	TYPE_C
5th row	TYPE_C

Common Values

Value	Count	Frequency (%)
TYPE_A	262881	57.6%
TYPE_C	99593	21.8%
TYPE_B	94074	20.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
type_a	262881	57.6%
type_c	99593	21.8%
type_b	94074	20.6%

Most occurring characters

Value	Count	Frequency (%)
T	456548	16.7%
Y	456548	16.7%
P	456548	16.7%
E	456548	16.7%
_	456548	16.7%
A	262881	9.6%
C	99593	3.6%
B	94074	3.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2282740	83.3%
Connector Punctuation	456548	16.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	456548	20.0%
Y	456548	20.0%
P	456548	20.0%
E	456548	20.0%
A	262881	11.5%
C	99593	4.4%
B	94074	4.1%

Connector Punctuation

Value	Count	Frequency (%)
_	456548	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2282740	83.3%
Common	456548	16.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	456548	20.0%
Y	456548	20.0%
P	456548	20.0%
E	456548	20.0%
A	262881	11.5%
C	99593	4.4%
B	94074	4.1%

Common

Value	Count	Frequency (%)
_	456548	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2739288	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	456548	16.7%
Y	456548	16.7%
P	456548	16.7%
E	456548	16.7%
_	456548	16.7%
A	262881	9.6%
C	99593	3.6%
B	94074	3.4%

op_area
Real number (ℝ)

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0835899

Minimum	0.9
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	0.9
5-th percentile	2.7
Q1	3.6
median	4
Q3	4.5
95-th percentile	6.7
Maximum	7
Range	6.1
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	1.0916864
Coefficient of variation (CV)	0.26733498
Kurtosis	1.4510434
Mean	4.0835899
Median Absolute Deviation (MAD)	0.5
Skewness	0.66441361
Sum	1864354.8
Variance	1.1917792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
4	52548	11.5%
3.9	48533	10.6%
3.8	40080	8.8%
4.4	26060	5.7%
4.5	25688	5.6%
2.8	25503	5.6%
4.1	23346	5.1%
7	20686	4.5%
4.8	18648	4.1%
3.4	17258	3.8%
Other values (20)	158198	34.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.9	3432	0.8%
1.9	4083	0.9%
2	9512	2.1%
2.4	5021	1.1%
2.7	12430	2.7%
2.8	25503	5.6%
2.9	4712	1.0%
3	11184	2.4%
3.2	6333	1.4%
3.4	17258	3.8%

Value	Count	Frequency (%)
7	20686	4.5%
6.7	7046	1.5%
6.3	7015	1.5%
5.6	6993	1.5%
5.3	6053	1.3%
5.1	13366	2.9%
5	6164	1.4%
4.8	18648	4.1%
4.7	5975	1.3%
4.6	5983	1.3%

category
Categorical

HIGH CORRELATION

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Beverages	127890
Rice Bowl	33408
Sandwich	33291
Pizza	33138
Starters	29941
Other values (9)	198880

Length

Max length	12
Median length	9
Mean length	7.5311577
Min length	4

Characters and Unicode

Total characters	3438335
Distinct characters	31
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Beverages
2nd row	Beverages
3rd row	Beverages
4th row	Beverages
5th row	Beverages

Common Values

Value	Count	Frequency (%)
Beverages	127890	28.0%
Rice Bowl	33408	7.3%
Sandwich	33291	7.3%
Pizza	33138	7.3%
Starters	29941	6.6%
Other Snacks	29379	6.4%
Desert	29294	6.4%
Salad	28559	6.3%
Pasta	27694	6.1%
Seafood	26916	5.9%
Other values (4)	57038	12.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
beverages	127890	24.6%
rice	33408	6.4%
bowl	33408	6.4%
sandwich	33291	6.4%
pizza	33138	6.4%
starters	29941	5.8%
other	29379	5.7%
snacks	29379	5.7%
desert	29294	5.6%
salad	28559	5.5%
Other values (6)	111648	21.5%

Most occurring characters

Value	Count	Frequency (%)
e	561902	16.3%
a	427237	12.4%
r	280621	8.2%
s	267947	7.8%
B	181912	5.3%
S	160761	4.7%
t	159811	4.6%
i	151252	4.4%
v	127890	3.7%
g	127890	3.7%
Other values (21)	991112	28.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2856213	83.1%
Uppercase Letter	519335	15.1%
Space Separator	62787	1.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	561902	19.7%
a	427237	15.0%
r	280621	9.8%
s	267947	9.4%
t	159811	5.6%
i	151252	5.3%
v	127890	4.5%
g	127890	4.5%
o	99915	3.5%
c	96078	3.4%
Other values (12)	555670	19.5%

Uppercase Letter

Value	Count	Frequency (%)
B	181912	35.0%
S	160761	31.0%
P	60832	11.7%
R	33408	6.4%
O	29379	5.7%
D	29294	5.6%
E	13562	2.6%
F	10187	2.0%

Space Separator

Value	Count	Frequency (%)
	62787	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3375548	98.2%
Common	62787	1.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	561902	16.6%
a	427237	12.7%
r	280621	8.3%
s	267947	7.9%
B	181912	5.4%
S	160761	4.8%
t	159811	4.7%
i	151252	4.5%
v	127890	3.8%
g	127890	3.8%
Other values (20)	928325	27.5%

Common

Value	Count	Frequency (%)
	62787	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3438335	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	561902	16.3%
a	427237	12.4%
r	280621	8.2%
s	267947	7.8%
B	181912	5.3%
S	160761	4.7%
t	159811	4.6%
i	151252	4.4%
v	127890	3.7%
g	127890	3.7%
Other values (21)	991112	28.8%

cuisine
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Italian	122925
Thai	118216
Indian	112612
Continental	102795

Length

Max length	11
Median length	7
Mean length	6.8771652
Min length	4

Characters and Unicode

Total characters	3139756
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Thai
2nd row	Thai
3rd row	Thai
4th row	Thai
5th row	Thai

Common Values

Value	Count	Frequency (%)
Italian	122925	26.9%
Thai	118216	25.9%
Indian	112612	24.7%
Continental	102795	22.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
italian	122925	26.9%
thai	118216	25.9%
indian	112612	24.7%
continental	102795	22.5%

Most occurring characters

Value	Count	Frequency (%)
n	656534	20.9%
a	579473	18.5%
i	456548	14.5%
t	328515	10.5%
I	235537	7.5%
l	225720	7.2%
T	118216	3.8%
h	118216	3.8%
d	112612	3.6%
C	102795	3.3%
Other values (2)	205590	6.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2683208	85.5%
Uppercase Letter	456548	14.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	656534	24.5%
a	579473	21.6%
i	456548	17.0%
t	328515	12.2%
l	225720	8.4%
h	118216	4.4%
d	112612	4.2%
o	102795	3.8%
e	102795	3.8%

Uppercase Letter

Value	Count	Frequency (%)
I	235537	51.6%
T	118216	25.9%
C	102795	22.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3139756	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	656534	20.9%
a	579473	18.5%
i	456548	14.5%
t	328515	10.5%
I	235537	7.5%
l	225720	7.2%
T	118216	3.8%
h	118216	3.8%
d	112612	3.6%
C	102795	3.3%
Other values (2)	205590	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3139756	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	656534	20.9%
a	579473	18.5%
i	456548	14.5%
t	328515	10.5%
I	235537	7.5%
l	225720	7.2%
T	118216	3.8%
h	118216	3.8%
d	112612	3.6%
C	102795	3.3%
Other values (2)	205590	6.5%

Auto

Heatmap
Table

	id	week	center_id	meal_id	checkout_price	base_price	num_orders	city_code	region_code	op_area	emailer_for_promotion	homepage_featured	center_type	category	cuisine
id	1.000	0.002	0.002	0.000	0.002	0.003	-0.002	-0.001	-0.001	-0.000	0.005	0.004	0.000	0.000	0.002
week	0.002	1.000	-0.004	0.019	0.036	0.037	-0.009	0.001	0.005	0.001	0.030	0.046	0.007	0.051	0.025
center_id	0.002	-0.004	1.000	0.010	0.002	-0.000	-0.055	0.067	0.000	-0.087	0.021	0.031	0.274	0.041	0.032
meal_id	0.000	0.019	0.010	1.000	-0.021	-0.037	0.030	-0.002	-0.002	0.001	0.101	0.126	0.023	0.488	0.399
checkout_price	0.002	0.036	0.002	-0.021	1.000	0.957	-0.388	-0.006	-0.001	0.023	0.200	0.150	0.027	0.478	0.505
base_price	0.003	0.037	-0.000	-0.037	0.957	1.000	-0.344	-0.003	0.004	0.019	0.213	0.126	0.026	0.539	0.599
num_orders	-0.002	-0.009	-0.055	0.030	-0.388	-0.344	1.000	0.026	0.029	0.176	0.164	0.139	0.006	0.047	0.029
city_code	-0.001	0.001	0.067	-0.002	-0.006	-0.003	0.026	1.000	0.064	0.073	0.016	0.025	0.357	0.036	0.025
region_code	-0.001	0.005	0.000	-0.002	-0.001	0.004	0.029	0.064	1.000	0.035	0.042	0.025	0.156	0.101	0.063
op_area	-0.000	0.001	-0.087	0.001	0.023	0.019	0.176	0.073	0.035	1.000	0.019	0.055	0.422	0.043	0.027
emailer_for_promotion	0.005	0.030	0.021	0.101	0.200	0.213	0.164	0.016	0.042	0.019	1.000	0.391	0.009	0.262	0.183
homepage_featured	0.004	0.046	0.031	0.126	0.150	0.126	0.139	0.025	0.025	0.055	0.391	1.000	0.031	0.164	0.098
center_type	0.000	0.007	0.274	0.023	0.027	0.026	0.006	0.357	0.156	0.422	0.009	0.031	1.000	0.060	0.020
category	0.000	0.051	0.041	0.488	0.478	0.539	0.047	0.036	0.101	0.043	0.262	0.164	0.060	1.000	0.848
cuisine	0.002	0.025	0.032	0.399	0.505	0.599	0.029	0.025	0.063	0.027	0.183	0.098	0.020	0.848	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id	week	center_id	meal_id	checkout_price	base_price	num_orders	city_code	region_code	center_type	op_area	category	cuisine
0	1379560	1	55	1885	136.83	152.29	177	647	56	TYPE_C	2.0	Beverages	Thai
1	1018704	2	55	1885	135.83	152.29	323	647	56	TYPE_C	2.0	Beverages	Thai
2	1196273	3	55	1885	132.92	133.92	96	647	56	TYPE_C	2.0	Beverages	Thai
3	1116527	4	55	1885	135.86	134.86	163	647	56	TYPE_C	2.0	Beverages	Thai
4	1343872	5	55	1885	146.50	147.50	215	647	56	TYPE_C	2.0	Beverages	Thai
5	1493612	6	55	1885	146.53	146.53	285	647	56	TYPE_C	2.0	Beverages	Thai
6	1110832	7	55	1885	145.53	146.53	148	647	56	TYPE_C	2.0	Beverages	Thai
7	1461167	8	55	1885	146.53	145.53	135	647	56	TYPE_C	2.0	Beverages	Thai
8	1102364	9	55	1885	134.83	134.83	175	647	56	TYPE_C	2.0	Beverages	Thai
9	1018130	10	55	1885	144.56	143.56	175	647	56	TYPE_C	2.0	Beverages	Thai

	id	week	center_id	meal_id	checkout_price	base_price	homepage_featured	num_orders	city_code	region_code	center_type	op_area	category	cuisine
456538	1259284	136	61	2104	571.33	573.33	0	15	473	77	TYPE_A	4.5	Fish	Continental
456539	1166111	137	61	2104	631.53	631.53	0	41	473	77	TYPE_A	4.5	Fish	Continental
456540	1241284	138	61	2104	631.53	630.53	1	150	473	77	TYPE_A	4.5	Fish	Continental
456541	1314947	139	61	2104	490.82	629.53	1	312	473	77	TYPE_A	4.5	Fish	Continental
456542	1020517	140	61	2104	485.03	629.53	1	149	473	77	TYPE_A	4.5	Fish	Continental
456543	1437396	141	61	2104	583.03	630.53	1	13	473	77	TYPE_A	4.5	Fish	Continental
456544	1060716	142	61	2104	581.03	582.03	0	42	473	77	TYPE_A	4.5	Fish	Continental
456545	1029231	143	61	2104	583.03	581.03	0	40	473	77	TYPE_A	4.5	Fish	Continental
456546	1141147	144	61	2104	582.03	581.03	0	53	473	77	TYPE_A	4.5	Fish	Continental
456547	1443704	145	61	2104	581.03	582.03	0	27	473	77	TYPE_A	4.5	Fish	Continental

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample